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public static final class ModelMonitoringAlert.Builder extends GeneratedMessageV3.Builder<ModelMonitoringAlert.Builder> implements ModelMonitoringAlertOrBuilderRepresents a single monitoring alert. This is currently used in the SearchModelMonitoringAlerts api, thus the alert wrapped in this message belongs to the resource asked in the request.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAlert
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelMonitoringAlert.BuilderImplements
ModelMonitoringAlertOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringAlert.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
build()
public ModelMonitoringAlert build()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert |
|
buildPartial()
public ModelMonitoringAlert buildPartial()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert |
|
clear()
public ModelMonitoringAlert.Builder clear()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
clearAlertTime()
public ModelMonitoringAlert.Builder clearAlertTime()Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
clearAnomaly()
public ModelMonitoringAlert.Builder clearAnomaly()Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
clearField(Descriptors.FieldDescriptor field)
public ModelMonitoringAlert.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
clearObjectiveType()
public ModelMonitoringAlert.Builder clearObjectiveType() One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelMonitoringAlert.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
clearStatsName()
public ModelMonitoringAlert.Builder clearStatsName()The stats name.
string stats_name = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
clone()
public ModelMonitoringAlert.Builder clone()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
getAlertTime()
public Timestamp getAlertTime()Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The alertTime. |
getAlertTimeBuilder()
public Timestamp.Builder getAlertTimeBuilder()Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Returns | |
|---|---|
| Type | Description |
Builder |
|
getAlertTimeOrBuilder()
public TimestampOrBuilder getAlertTimeOrBuilder()Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getAnomaly()
public ModelMonitoringAnomaly getAnomaly()Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly |
The anomaly. |
getAnomalyBuilder()
public ModelMonitoringAnomaly.Builder getAnomalyBuilder()Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
getAnomalyOrBuilder()
public ModelMonitoringAnomalyOrBuilder getAnomalyOrBuilder()Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomalyOrBuilder |
|
getDefaultInstanceForType()
public ModelMonitoringAlert getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getObjectiveType()
public String getObjectiveType() One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Returns | |
|---|---|
| Type | Description |
String |
The objectiveType. |
getObjectiveTypeBytes()
public ByteString getObjectiveTypeBytes() One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for objectiveType. |
getStatsName()
public String getStatsName()The stats name.
string stats_name = 1;
| Returns | |
|---|---|
| Type | Description |
String |
The statsName. |
getStatsNameBytes()
public ByteString getStatsNameBytes()The stats name.
string stats_name = 1;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for statsName. |
hasAlertTime()
public boolean hasAlertTime()Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the alertTime field is set. |
hasAnomaly()
public boolean hasAnomaly()Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the anomaly field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeAlertTime(Timestamp value)
public ModelMonitoringAlert.Builder mergeAlertTime(Timestamp value)Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
mergeAnomaly(ModelMonitoringAnomaly value)
public ModelMonitoringAlert.Builder mergeAnomaly(ModelMonitoringAnomaly value)Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelMonitoringAnomaly |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
mergeFrom(ModelMonitoringAlert other)
public ModelMonitoringAlert.Builder mergeFrom(ModelMonitoringAlert other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelMonitoringAlert |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringAlert.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public ModelMonitoringAlert.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringAlert.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setAlertTime(Timestamp value)
public ModelMonitoringAlert.Builder setAlertTime(Timestamp value)Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setAlertTime(Timestamp.Builder builderForValue)
public ModelMonitoringAlert.Builder setAlertTime(Timestamp.Builder builderForValue)Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setAnomaly(ModelMonitoringAnomaly value)
public ModelMonitoringAlert.Builder setAnomaly(ModelMonitoringAnomaly value)Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelMonitoringAnomaly |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setAnomaly(ModelMonitoringAnomaly.Builder builderForValue)
public ModelMonitoringAlert.Builder setAnomaly(ModelMonitoringAnomaly.Builder builderForValue)Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
ModelMonitoringAnomaly.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringAlert.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setObjectiveType(String value)
public ModelMonitoringAlert.Builder setObjectiveType(String value) One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe objectiveType to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
setObjectiveTypeBytes(ByteString value)
public ModelMonitoringAlert.Builder setObjectiveTypeBytes(ByteString value) One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for objectiveType to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ModelMonitoringAlert.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|
setStatsName(String value)
public ModelMonitoringAlert.Builder setStatsName(String value)The stats name.
string stats_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe statsName to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
setStatsNameBytes(ByteString value)
public ModelMonitoringAlert.Builder setStatsNameBytes(ByteString value)The stats name.
string stats_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for statsName to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringAlert.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlert.Builder |
|